Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 60 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.2 KiB |
| Average record size in memory | 88.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 13 |
Team has a high cardinality: 60 distinct values | High cardinality |
Tournament is highly correlated with Score and 11 other fields | High correlation |
Score is highly correlated with Tournament and 11 other fields | High correlation |
PlayedGames is highly correlated with Tournament and 11 other fields | High correlation |
WonGames is highly correlated with Tournament and 11 other fields | High correlation |
DrawnGames is highly correlated with Tournament and 11 other fields | High correlation |
LostGames is highly correlated with Tournament and 11 other fields | High correlation |
BasketScored is highly correlated with Tournament and 11 other fields | High correlation |
BasketGiven is highly correlated with Tournament and 11 other fields | High correlation |
TeamLaunch is highly correlated with Tournament and 8 other fields | High correlation |
HighestPositionHeld is highly correlated with Tournament and 11 other fields | High correlation |
WinRatio is highly correlated with Tournament and 10 other fields | High correlation |
LossRatio is highly correlated with Tournament and 10 other fields | High correlation |
WinLossDiffrence is highly correlated with Tournament and 10 other fields | High correlation |
Tournament is highly correlated with Score and 11 other fields | High correlation |
Score is highly correlated with Tournament and 11 other fields | High correlation |
PlayedGames is highly correlated with Tournament and 11 other fields | High correlation |
WonGames is highly correlated with Tournament and 11 other fields | High correlation |
DrawnGames is highly correlated with Tournament and 11 other fields | High correlation |
LostGames is highly correlated with Tournament and 11 other fields | High correlation |
BasketScored is highly correlated with Tournament and 11 other fields | High correlation |
BasketGiven is highly correlated with Tournament and 11 other fields | High correlation |
TeamLaunch is highly correlated with Tournament and 9 other fields | High correlation |
HighestPositionHeld is highly correlated with Tournament and 11 other fields | High correlation |
WinRatio is highly correlated with Tournament and 11 other fields | High correlation |
LossRatio is highly correlated with Tournament and 10 other fields | High correlation |
WinLossDiffrence is highly correlated with Tournament and 10 other fields | High correlation |
Tournament is highly correlated with Score and 10 other fields | High correlation |
Score is highly correlated with Tournament and 10 other fields | High correlation |
PlayedGames is highly correlated with Tournament and 10 other fields | High correlation |
WonGames is highly correlated with Tournament and 10 other fields | High correlation |
DrawnGames is highly correlated with Tournament and 10 other fields | High correlation |
LostGames is highly correlated with Tournament and 10 other fields | High correlation |
BasketScored is highly correlated with Tournament and 10 other fields | High correlation |
BasketGiven is highly correlated with Tournament and 10 other fields | High correlation |
TeamLaunch is highly correlated with HighestPositionHeld | High correlation |
HighestPositionHeld is highly correlated with Tournament and 11 other fields | High correlation |
WinRatio is highly correlated with Tournament and 10 other fields | High correlation |
LossRatio is highly correlated with Tournament and 10 other fields | High correlation |
WinLossDiffrence is highly correlated with Tournament and 10 other fields | High correlation |
Tournament is highly correlated with WinRatio and 10 other fields | High correlation |
WinRatio is highly correlated with Tournament and 11 other fields | High correlation |
BasketGiven is highly correlated with Tournament and 10 other fields | High correlation |
DrawnGames is highly correlated with Tournament and 10 other fields | High correlation |
WinLossDiffrence is highly correlated with Tournament and 11 other fields | High correlation |
WonGames is highly correlated with Tournament and 10 other fields | High correlation |
Team is highly correlated with Tournament and 12 other fields | High correlation |
BasketScored is highly correlated with Tournament and 10 other fields | High correlation |
Score is highly correlated with Tournament and 10 other fields | High correlation |
TeamLaunch is highly correlated with Team and 1 other fields | High correlation |
PlayedGames is highly correlated with Tournament and 10 other fields | High correlation |
LossRatio is highly correlated with Tournament and 11 other fields | High correlation |
HighestPositionHeld is highly correlated with WinRatio and 5 other fields | High correlation |
LostGames is highly correlated with Tournament and 11 other fields | High correlation |
Team is uniformly distributed | Uniform |
Team has unique values | Unique |
Score has unique values | Unique |
BasketGiven has unique values | Unique |
WinLossDiffrence has unique values | Unique |
Reproduction
| Analysis started | 2021-09-08 06:11:02.774435 |
|---|---|
| Analysis finished | 2021-09-08 06:11:24.686177 |
| Duration | 21.91 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 60 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 960.0 B |
| Team 5 | 1 |
|---|---|
| Team 12 | 1 |
| Team 22 | 1 |
| Team 6 | 1 |
| Team 30 | 1 |
| Other values (55) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.85 |
| Min length | 6 |
Characters and Unicode
| Total characters | 411 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 60 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Team 1 |
|---|---|
| 2nd row | Team 2 |
| 3rd row | Team 3 |
| 4th row | Team 4 |
| 5th row | Team 5 |
Common Values
| Value | Count | Frequency (%) |
| Team 5 | 1 | 1.7% |
| Team 12 | 1 | 1.7% |
| Team 22 | 1 | 1.7% |
| Team 6 | 1 | 1.7% |
| Team 30 | 1 | 1.7% |
| Team 8 | 1 | 1.7% |
| Team 2 | 1 | 1.7% |
| Team 36 | 1 | 1.7% |
| Team 14 | 1 | 1.7% |
| Team 49 | 1 | 1.7% |
| Other values (50) | 50 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| team | 60 | |
| 24 | 1 | 0.8% |
| 41 | 1 | 0.8% |
| 56 | 1 | 0.8% |
| 20 | 1 | 0.8% |
| 7 | 1 | 0.8% |
| 39 | 1 | 0.8% |
| 29 | 1 | 0.8% |
| 21 | 1 | 0.8% |
| 4 | 1 | 0.8% |
| Other values (51) | 51 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 60 | |
| e | 60 | |
| a | 60 | |
| m | 60 | |
| 60 | ||
| 1 | 16 | 3.9% |
| 2 | 16 | 3.9% |
| 3 | 16 | 3.9% |
| 4 | 16 | 3.9% |
| 5 | 16 | 3.9% |
| Other values (5) | 31 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 180 | |
| Decimal Number | 111 | |
| Uppercase Letter | 60 | 14.6% |
| Space Separator | 60 | 14.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 2 | 16 | |
| 3 | 16 | |
| 4 | 16 | |
| 5 | 16 | |
| 6 | 7 | |
| 7 | 6 | 5.4% |
| 8 | 6 | 5.4% |
| 9 | 6 | 5.4% |
| 0 | 6 | 5.4% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 60 | |
| a | 60 | |
| m | 60 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 60 |
Space Separator
| Value | Count | Frequency (%) |
| 60 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 240 | |
| Common | 171 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 60 | ||
| 1 | 16 | 9.4% |
| 2 | 16 | 9.4% |
| 3 | 16 | 9.4% |
| 4 | 16 | 9.4% |
| 5 | 16 | 9.4% |
| 6 | 7 | 4.1% |
| 7 | 6 | 3.5% |
| 8 | 6 | 3.5% |
| 9 | 6 | 3.5% |
Latin
| Value | Count | Frequency (%) |
| T | 60 | |
| e | 60 | |
| a | 60 | |
| m | 60 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 411 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 60 | |
| e | 60 | |
| a | 60 | |
| m | 60 | |
| 60 | ||
| 1 | 16 | 3.9% |
| 2 | 16 | 3.9% |
| 3 | 16 | 3.9% |
| 4 | 16 | 3.9% |
| 5 | 16 | 3.9% |
| Other values (5) | 31 |
| Distinct | 33 |
|---|---|
| Distinct (%) | 55.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.38333333 |
| Minimum | 1 |
|---|---|
| Maximum | 86 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 960.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 12 |
| Q3 | 39 |
| 95-th percentile | 82.2 |
| Maximum | 86 |
| Range | 85 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 26.88461955 |
|---|---|
| Coefficient of variation (CV) | 1.1025818 |
| Kurtosis | 0.1761347883 |
| Mean | 24.38333333 |
| Median Absolute Deviation (MAD) | 9.5 |
| Skewness | 1.197176233 |
| Sum | 1463 |
| Variance | 722.7827684 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 4 | 5 | 8.3% |
| 1 | 5 | 8.3% |
| 12 | 4 | 6.7% |
| 2 | 4 | 6.7% |
| 3 | 4 | 6.7% |
| 86 | 3 | 5.0% |
| 6 | 3 | 5.0% |
| 17 | 2 | 3.3% |
| 9 | 2 | 3.3% |
| 51 | 2 | 3.3% |
| Other values (23) | 26 |
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 2 | 4 | |
| 3 | 4 | |
| 4 | 5 | |
| 5 | 1 | 1.7% |
| 6 | 3 | |
| 7 | 2 | 3.3% |
| 9 | 2 | 3.3% |
| 11 | 2 | 3.3% |
| 12 | 4 |
| Value | Count | Frequency (%) |
| 86 | 3 | |
| 82 | 2 | |
| 80 | 1 | 1.7% |
| 73 | 1 | 1.7% |
| 70 | 1 | 1.7% |
| 58 | 1 | 1.7% |
| 51 | 2 | |
| 45 | 1 | 1.7% |
| 44 | 1 | 1.7% |
| 43 | 1 | 1.7% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 916.45 |
| Minimum | 14 |
|---|---|
| Maximum | 4385 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 33.4 |
| Q1 | 104.25 |
| median | 395.5 |
| Q3 | 1360.5 |
| 95-th percentile | 3388.8 |
| Maximum | 4385 |
| Range | 4371 |
| Interquartile range (IQR) | 1256.25 |
Descriptive statistics
| Standard deviation | 1138.342899 |
|---|---|
| Coefficient of variation (CV) | 1.24212221 |
| Kurtosis | 1.686503264 |
| Mean | 916.45 |
| Median Absolute Deviation (MAD) | 332 |
| Skewness | 1.574103973 |
| Sum | 54987 |
| Variance | 1295824.557 |
| Monotonicity | Strictly decreasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2819 | 1 | 1.7% |
| 132 | 1 | 1.7% |
| 34 | 1 | 1.7% |
| 3442 | 1 | 1.7% |
| 1351 | 1 | 1.7% |
| 22 | 1 | 1.7% |
| 970 | 1 | 1.7% |
| 76 | 1 | 1.7% |
| 421 | 1 | 1.7% |
| 40 | 1 | 1.7% |
| Other values (50) | 50 |
| Value | Count | Frequency (%) |
| 14 | 1 | |
| 19 | 1 | |
| 22 | 1 | |
| 34 | 1 | |
| 35 | 1 | |
| 40 | 1 | |
| 42 | 1 | |
| 52 | 1 | |
| 56 | 1 | |
| 71 | 1 |
| Value | Count | Frequency (%) |
| 4385 | 1 | |
| 4262 | 1 | |
| 3442 | 1 | |
| 3386 | 1 | |
| 3368 | 1 | |
| 2819 | 1 | |
| 2792 | 1 | |
| 2573 | 1 | |
| 2109 | 1 | |
| 1884 | 1 |
| Distinct | 52 |
|---|---|
| Distinct (%) | 86.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 810.1 |
| Minimum | 30 |
|---|---|
| Maximum | 2762 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 37.6 |
| Q1 | 115.5 |
| median | 424.5 |
| Q3 | 1345.5 |
| 95-th percentile | 2668.9 |
| Maximum | 2762 |
| Range | 2732 |
| Interquartile range (IQR) | 1230 |
Descriptive statistics
| Standard deviation | 877.4653926 |
|---|---|
| Coefficient of variation (CV) | 1.083156885 |
| Kurtosis | -0.03039849115 |
| Mean | 810.1 |
| Median Absolute Deviation (MAD) | 344.5 |
| Skewness | 1.123453799 |
| Sum | 48606 |
| Variance | 769945.5153 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2762 | 3 | 5.0% |
| 30 | 3 | 5.0% |
| 68 | 2 | 3.3% |
| 38 | 2 | 3.3% |
| 80 | 2 | 3.3% |
| 114 | 2 | 3.3% |
| 742 | 1 | 1.7% |
| 1096 | 1 | 1.7% |
| 204 | 1 | 1.7% |
| 334 | 1 | 1.7% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 30 | 3 | |
| 38 | 2 | |
| 54 | 1 | 1.7% |
| 68 | 2 | |
| 72 | 1 | 1.7% |
| 80 | 2 | |
| 90 | 1 | 1.7% |
| 108 | 1 | 1.7% |
| 114 | 2 | |
| 116 | 1 | 1.7% |
| Value | Count | Frequency (%) |
| 2762 | 3 | |
| 2664 | 1 | 1.7% |
| 2626 | 1 | 1.7% |
| 2614 | 1 | 1.7% |
| 2408 | 1 | 1.7% |
| 2302 | 1 | 1.7% |
| 1986 | 1 | 1.7% |
| 1728 | 1 | 1.7% |
| 1698 | 1 | 1.7% |
| 1530 | 1 | 1.7% |
| Distinct | 58 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 309.0333333 |
| Minimum | 5 |
|---|---|
| Maximum | 1647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 7.95 |
| Q1 | 34.75 |
| median | 124 |
| Q3 | 432.75 |
| 95-th percentile | 1210.6 |
| Maximum | 1647 |
| Range | 1642 |
| Interquartile range (IQR) | 398 |
Descriptive statistics
| Standard deviation | 408.4813946 |
|---|---|
| Coefficient of variation (CV) | 1.321803671 |
| Kurtosis | 2.577188927 |
| Mean | 309.0333333 |
| Median Absolute Deviation (MAD) | 104.5 |
| Skewness | 1.786066522 |
| Sum | 18542 |
| Variance | 166857.0497 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7 | 2 | 3.3% |
| 8 | 2 | 3.3% |
| 129 | 1 | 1.7% |
| 1241 | 1 | 1.7% |
| 96 | 1 | 1.7% |
| 62 | 1 | 1.7% |
| 453 | 1 | 1.7% |
| 948 | 1 | 1.7% |
| 586 | 1 | 1.7% |
| 203 | 1 | 1.7% |
| Other values (48) | 48 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 7 | 2 | |
| 8 | 2 | |
| 13 | 1 | |
| 17 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 20 | 1 | |
| 21 | 1 | |
| 26 | 1 |
| Value | Count | Frequency (%) |
| 1647 | 1 | |
| 1581 | 1 | |
| 1241 | 1 | |
| 1209 | 1 | |
| 1187 | 1 | |
| 990 | 1 | |
| 948 | 1 | |
| 864 | 1 | |
| 698 | 1 | |
| 606 | 1 |
| Distinct | 56 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 192.0833333 |
| Minimum | 4 |
|---|---|
| Maximum | 633 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 7.9 |
| Q1 | 26.25 |
| median | 98.5 |
| Q3 | 331.5 |
| 95-th percentile | 598.5 |
| Maximum | 633 |
| Range | 629 |
| Interquartile range (IQR) | 305.25 |
Descriptive statistics
| Standard deviation | 201.9855081 |
|---|---|
| Coefficient of variation (CV) | 1.051551452 |
| Kurtosis | -0.4223342667 |
| Mean | 192.0833333 |
| Median Absolute Deviation (MAD) | 82.5 |
| Skewness | 0.98489917 |
| Sum | 11525 |
| Variance | 40798.14548 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 95 | 2 | 3.3% |
| 44 | 2 | 3.3% |
| 14 | 2 | 3.3% |
| 16 | 2 | 3.3% |
| 92 | 1 | 1.7% |
| 573 | 1 | 1.7% |
| 63 | 1 | 1.7% |
| 577 | 1 | 1.7% |
| 327 | 1 | 1.7% |
| 330 | 1 | 1.7% |
| Other values (46) | 46 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 8 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 13 | 1 | |
| 14 | 2 | |
| 16 | 2 | |
| 18 | 1 |
| Value | Count | Frequency (%) |
| 633 | 1 | |
| 616 | 1 | |
| 608 | 1 | |
| 598 | 1 | |
| 577 | 1 | |
| 573 | 1 | |
| 552 | 1 | |
| 531 | 1 | |
| 522 | 1 | |
| 440 | 1 |
| Distinct | 55 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 308.8166667 |
| Minimum | 15 |
|---|---|
| Maximum | 1070 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 19.95 |
| Q1 | 62.75 |
| median | 197.5 |
| Q3 | 563.5 |
| 95-th percentile | 862.3 |
| Maximum | 1070 |
| Range | 1055 |
| Interquartile range (IQR) | 500.75 |
Descriptive statistics
| Standard deviation | 294.5086394 |
|---|---|
| Coefficient of variation (CV) | 0.9536682156 |
| Kurtosis | -0.4560384548 |
| Mean | 308.8166667 |
| Median Absolute Deviation (MAD) | 158.5 |
| Skewness | 0.8805955594 |
| Sum | 18529 |
| Variance | 86735.3387 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 37 | 3 | 5.0% |
| 861 | 2 | 3.3% |
| 295 | 2 | 3.3% |
| 66 | 2 | 3.3% |
| 118 | 1 | 1.7% |
| 90 | 1 | 1.7% |
| 63 | 1 | 1.7% |
| 194 | 1 | 1.7% |
| 197 | 1 | 1.7% |
| 198 | 1 | 1.7% |
| Other values (45) | 45 |
| Value | Count | Frequency (%) |
| 15 | 1 | 1.7% |
| 18 | 1 | 1.7% |
| 19 | 1 | 1.7% |
| 20 | 1 | 1.7% |
| 21 | 1 | 1.7% |
| 30 | 1 | 1.7% |
| 33 | 1 | 1.7% |
| 37 | 3 | |
| 41 | 1 | 1.7% |
| 44 | 1 | 1.7% |
| Value | Count | Frequency (%) |
| 1070 | 1 | |
| 920 | 1 | |
| 887 | 1 | |
| 861 | 2 | |
| 775 | 1 | |
| 766 | 1 | |
| 723 | 1 | |
| 682 | 1 | |
| 639 | 1 | |
| 629 | 1 |
| Distinct | 59 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1159.35 |
| Minimum | 34 |
|---|---|
| Maximum | 5947 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 37.95 |
| Q1 | 154.5 |
| median | 444 |
| Q3 | 1669.75 |
| 95-th percentile | 4538.85 |
| Maximum | 5947 |
| Range | 5913 |
| Interquartile range (IQR) | 1515.25 |
Descriptive statistics
| Standard deviation | 1512.063948 |
|---|---|
| Coefficient of variation (CV) | 1.304234225 |
| Kurtosis | 2.406122548 |
| Mean | 1159.35 |
| Median Absolute Deviation (MAD) | 373.5 |
| Skewness | 1.75805808 |
| Sum | 69561 |
| Variance | 2286337.384 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 2 | 3.3% |
| 202 | 1 | 1.7% |
| 101 | 1 | 1.7% |
| 458 | 1 | 1.7% |
| 716 | 1 | 1.7% |
| 37 | 1 | 1.7% |
| 71 | 1 | 1.7% |
| 97 | 1 | 1.7% |
| 216 | 1 | 1.7% |
| 1753 | 1 | 1.7% |
| Other values (49) | 49 |
| Value | Count | Frequency (%) |
| 34 | 1 | |
| 36 | 1 | |
| 37 | 1 | |
| 38 | 1 | |
| 51 | 1 | |
| 62 | 1 | |
| 70 | 2 | |
| 71 | 1 | |
| 97 | 1 | |
| 101 | 1 |
| Value | Count | Frequency (%) |
| 5947 | 1 | |
| 5900 | 1 | |
| 4631 | 1 | |
| 4534 | 1 | |
| 4398 | 1 | |
| 3680 | 1 | |
| 3609 | 1 | |
| 3228 | 1 | |
| 2683 | 1 | |
| 2278 | 1 |
| Distinct | 60 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1159.233333 |
| Minimum | 55 |
|---|---|
| Maximum | 3889 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 55 |
|---|---|
| 5-th percentile | 65.95 |
| Q1 | 236 |
| median | 632.5 |
| Q3 | 2001.25 |
| 95-th percentile | 3377.8 |
| Maximum | 3889 |
| Range | 3834 |
| Interquartile range (IQR) | 1765.25 |
Descriptive statistics
| Standard deviation | 1163.946914 |
|---|---|
| Coefficient of variation (CV) | 1.004066119 |
| Kurtosis | -0.4510570834 |
| Mean | 1159.233333 |
| Median Absolute Deviation (MAD) | 497.5 |
| Skewness | 0.9581639422 |
| Sum | 69554 |
| Variance | 1354772.419 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 131 | 1 | 1.7% |
| 2180 | 1 | 1.7% |
| 3114 | 1 | 1.7% |
| 588 | 1 | 1.7% |
| 720 | 1 | 1.7% |
| 1746 | 1 | 1.7% |
| 182 | 1 | 1.7% |
| 85 | 1 | 1.7% |
| 1371 | 1 | 1.7% |
| 623 | 1 | 1.7% |
| Other values (50) | 50 |
| Value | Count | Frequency (%) |
| 55 | 1 | |
| 57 | 1 | |
| 65 | 1 | |
| 66 | 1 | |
| 85 | 1 | |
| 115 | 1 | |
| 116 | 1 | |
| 117 | 1 | |
| 131 | 1 | |
| 139 | 1 |
| Value | Count | Frequency (%) |
| 3889 | 1 | |
| 3700 | 1 | |
| 3469 | 1 | |
| 3373 | 1 | |
| 3309 | 1 | |
| 3230 | 1 | |
| 3140 | 1 | |
| 3114 | 1 | |
| 2847 | 1 | |
| 2624 | 1 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 73.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1957.95 |
| Minimum | 1929 |
|---|---|
| Maximum | 2016 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 1929 |
|---|---|
| 5-th percentile | 1929 |
| Q1 | 1934.75 |
| median | 1950.5 |
| Q3 | 1977.25 |
| 95-th percentile | 2007.1 |
| Maximum | 2016 |
| Range | 87 |
| Interquartile range (IQR) | 42.5 |
Descriptive statistics
| Standard deviation | 26.6467316 |
|---|---|
| Coefficient of variation (CV) | 0.01360950566 |
| Kurtosis | -0.7874722188 |
| Mean | 1957.95 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.6825695415 |
| Sum | 117477 |
| Variance | 710.0483051 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 1929 | 10 | 16.7% |
| 1941 | 3 | 5.0% |
| 1939 | 2 | 3.3% |
| 1977 | 2 | 3.3% |
| 1963 | 2 | 3.3% |
| 1935 | 2 | 3.3% |
| 1951 | 2 | 3.3% |
| 2009 | 1 | 1.7% |
| 1962 | 1 | 1.7% |
| 1955 | 1 | 1.7% |
| Other values (34) | 34 |
| Value | Count | Frequency (%) |
| 1929 | 10 | |
| 1930 | 1 | 1.7% |
| 1931 | 1 | 1.7% |
| 1932 | 1 | 1.7% |
| 1933 | 1 | 1.7% |
| 1934 | 1 | 1.7% |
| 1935 | 2 | 3.3% |
| 1939 | 2 | 3.3% |
| 1940 | 1 | 1.7% |
| 1941 | 3 | 5.0% |
| Value | Count | Frequency (%) |
| 2016 | 1 | |
| 2014 | 1 | |
| 2009 | 1 | |
| 2007 | 1 | |
| 2004 | 1 | |
| 1999 | 1 | |
| 1998 | 1 | |
| 1996 | 1 | |
| 1995 | 1 | |
| 1994 | 1 |
HighestPositionHeld
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 18 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.05 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 960.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 10 |
| 95-th percentile | 17 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.315232348 |
|---|---|
| Coefficient of variation (CV) | 0.7539336664 |
| Kurtosis | -0.2849335823 |
| Mean | 7.05 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.8321643556 |
| Sum | 423 |
| Variance | 28.25169492 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 1 | 9 | |
| 4 | 6 | |
| 7 | 5 | |
| 2 | 5 | |
| 6 | 5 | |
| 8 | 4 | 6.7% |
| 10 | 4 | 6.7% |
| 5 | 4 | 6.7% |
| 3 | 4 | 6.7% |
| 16 | 3 | 5.0% |
| Other values (8) | 11 |
| Value | Count | Frequency (%) |
| 1 | 9 | |
| 2 | 5 | |
| 3 | 4 | |
| 4 | 6 | |
| 5 | 4 | |
| 6 | 5 | |
| 7 | 5 | |
| 8 | 4 | |
| 9 | 1 | 1.7% |
| 10 | 4 |
| Value | Count | Frequency (%) |
| 20 | 1 | 1.7% |
| 19 | 1 | 1.7% |
| 17 | 3 | |
| 16 | 3 | |
| 15 | 1 | 1.7% |
| 14 | 1 | 1.7% |
| 12 | 2 | |
| 11 | 1 | 1.7% |
| 10 | 4 | |
| 9 | 1 | 1.7% |
| Distinct | 56 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.36466667 |
| Minimum | 16.67 |
|---|---|
| Maximum | 59.63 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 960.0 B |
Quantile statistics
| Minimum | 16.67 |
|---|---|
| 5-th percentile | 21.05 |
| Q1 | 27.61 |
| median | 30.49 |
| Q3 | 33.5425 |
| 95-th percentile | 44.706 |
| Maximum | 59.63 |
| Range | 42.96 |
| Interquartile range (IQR) | 5.9325 |
Descriptive statistics
| Standard deviation | 7.831420519 |
|---|---|
| Coefficient of variation (CV) | 0.2496892635 |
| Kurtosis | 3.586127033 |
| Mean | 31.36466667 |
| Median Absolute Deviation (MAD) | 3.105 |
| Skewness | 1.439962145 |
| Sum | 1881.88 |
| Variance | 61.33114734 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21.05 | 2 | 3.3% |
| 25 | 2 | 3.3% |
| 29.08 | 2 | 3.3% |
| 23.33 | 2 | 3.3% |
| 57.24 | 1 | 1.7% |
| 27.19 | 1 | 1.7% |
| 41.11 | 1 | 1.7% |
| 24.74 | 1 | 1.7% |
| 29.3 | 1 | 1.7% |
| 35.07 | 1 | 1.7% |
| Other values (46) | 46 |
| Value | Count | Frequency (%) |
| 16.67 | 1 | |
| 19.12 | 1 | |
| 21.05 | 2 | |
| 22.81 | 1 | |
| 23.21 | 1 | |
| 23.33 | 2 | |
| 23.75 | 1 | |
| 24.34 | 1 | |
| 24.74 | 1 | |
| 25 | 2 |
| Value | Count | Frequency (%) |
| 59.63 | 1 | |
| 57.24 | 1 | |
| 47.48 | 1 | |
| 44.56 | 1 | |
| 43.77 | 1 | |
| 41.18 | 1 | |
| 41.11 | 1 | |
| 37.53 | 1 | |
| 36.8 | 1 | |
| 36.1 | 1 |
| Distinct | 58 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.99216667 |
| Minimum | 20.38 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 960.0 B |
Quantile statistics
| Minimum | 20.38 |
|---|---|
| 5-th percentile | 32.0725 |
| Q1 | 41.1475 |
| median | 45.725 |
| Q3 | 48.5425 |
| 95-th percentile | 57.5395 |
| Maximum | 70 |
| Range | 49.62 |
| Interquartile range (IQR) | 7.395 |
Descriptive statistics
| Standard deviation | 8.40111072 |
|---|---|
| Coefficient of variation (CV) | 0.1867238531 |
| Kurtosis | 1.959192946 |
| Mean | 44.99216667 |
| Median Absolute Deviation (MAD) | 3.89 |
| Skewness | -0.2688145903 |
| Sum | 2699.53 |
| Variance | 70.57866133 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46.25 | 2 | 3.3% |
| 50 | 2 | 3.3% |
| 51.32 | 1 | 1.7% |
| 33.31 | 1 | 1.7% |
| 46.97 | 1 | 1.7% |
| 47.42 | 1 | 1.7% |
| 47.04 | 1 | 1.7% |
| 42.87 | 1 | 1.7% |
| 53.33 | 1 | 1.7% |
| 46.78 | 1 | 1.7% |
| Other values (48) | 48 |
| Value | Count | Frequency (%) |
| 20.38 | 1 | |
| 22.01 | 1 | |
| 29.65 | 1 | |
| 32.2 | 1 | |
| 32.32 | 1 | |
| 33.31 | 1 | |
| 36.84 | 1 | |
| 37.4 | 1 | |
| 37.58 | 1 | |
| 38.57 | 1 |
| Value | Count | Frequency (%) |
| 70 | 1 | |
| 60.29 | 1 | |
| 60 | 1 | |
| 57.41 | 1 | |
| 56.9 | 1 | |
| 55.56 | 1 | |
| 53.33 | 1 | |
| 52.63 | 1 | |
| 51.39 | 1 | |
| 51.32 | 1 |
WinLossDiffrence
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 60 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -13.6275 |
| Minimum | -53.33 |
|---|---|
| Maximum | 39.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 86.7% |
| Memory size | 960.0 B |
Quantile statistics
| Minimum | -53.33 |
|---|---|
| 5-th percentile | -31.8345 |
| Q1 | -21.6875 |
| median | -16.23 |
| Q3 | -7.815 |
| 95-th percentile | 12.5195 |
| Maximum | 39.25 |
| Range | 92.58 |
| Interquartile range (IQR) | 13.8725 |
Descriptive statistics
| Standard deviation | 15.61885438 |
|---|---|
| Coefficient of variation (CV) | -1.146127638 |
| Kurtosis | 2.987019941 |
| Mean | -13.6275 |
| Median Absolute Deviation (MAD) | 5.995 |
| Skewness | 1.044275275 |
| Sum | -817.65 |
| Variance | 243.9486123 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -17.14 | 1 | 1.7% |
| -17.73 | 1 | 1.7% |
| -17.65 | 1 | 1.7% |
| -22.5 | 1 | 1.7% |
| -14.91 | 1 | 1.7% |
| -17.91 | 1 | 1.7% |
| -11.33 | 1 | 1.7% |
| -53.33 | 1 | 1.7% |
| -7.05 | 1 | 1.7% |
| -21.11 | 1 | 1.7% |
| Other values (50) | 50 |
| Value | Count | Frequency (%) |
| -53.33 | 1 | |
| -41.17 | 1 | |
| -36.67 | 1 | |
| -31.58 | 1 | |
| -29.63 | 1 | |
| -28.95 | 1 | |
| -27.59 | 1 | |
| -26.98 | 1 | |
| -26.67 | 1 | |
| -26.11 | 1 |
| Value | Count | Frequency (%) |
| 39.25 | 1 | |
| 35.23 | 1 | |
| 17.83 | 1 | |
| 12.24 | 1 | |
| 10.46 | 1 | |
| 8.98 | 1 | |
| 4.27 | 1 | |
| 0.13 | 1 | |
| -0.78 | 1 | |
| -3.42 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| Team | Tournament | Score | PlayedGames | WonGames | DrawnGames | LostGames | BasketScored | BasketGiven | TeamLaunch | HighestPositionHeld | WinRatio | LossRatio | WinLossDiffrence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Team 1 | 86 | 4385 | 2762 | 1647 | 552 | 563 | 5947 | 3140 | 1929 | 1 | 59.63 | 20.38 | 39.25 |
| 1 | Team 2 | 86 | 4262 | 2762 | 1581 | 573 | 608 | 5900 | 3114 | 1929 | 1 | 57.24 | 22.01 | 35.23 |
| 2 | Team 3 | 80 | 3442 | 2614 | 1241 | 598 | 775 | 4534 | 3309 | 1929 | 1 | 47.48 | 29.65 | 17.83 |
| 3 | Team 4 | 82 | 3386 | 2664 | 1187 | 616 | 861 | 4398 | 3469 | 1931 | 1 | 44.56 | 32.32 | 12.24 |
| 4 | Team 5 | 86 | 3368 | 2762 | 1209 | 633 | 920 | 4631 | 3700 | 1929 | 1 | 43.77 | 33.31 | 10.46 |
| 5 | Team 6 | 73 | 2819 | 2408 | 990 | 531 | 887 | 3680 | 3373 | 1934 | 1 | 41.11 | 36.84 | 4.27 |
| 6 | Team 7 | 82 | 2792 | 2626 | 948 | 608 | 1070 | 3609 | 3889 | 1929 | 3 | 36.10 | 40.75 | -4.65 |
| 7 | Team 8 | 70 | 2573 | 2302 | 864 | 577 | 861 | 3228 | 3230 | 1929 | 1 | 37.53 | 37.40 | 0.13 |
| 8 | Team 9 | 58 | 2109 | 1986 | 698 | 522 | 766 | 2683 | 2847 | 1939 | 2 | 35.15 | 38.57 | -3.42 |
| 9 | Team 10 | 51 | 1884 | 1728 | 606 | 440 | 682 | 2159 | 2492 | 1932 | 1 | 35.07 | 39.47 | -4.40 |
Last rows
| Team | Tournament | Score | PlayedGames | WonGames | DrawnGames | LostGames | BasketScored | BasketGiven | TeamLaunch | HighestPositionHeld | WinRatio | LossRatio | WinLossDiffrence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | Team 51 | 3 | 71 | 90 | 29 | 13 | 48 | 121 | 183 | 1953 | 14 | 32.22 | 53.33 | -21.11 |
| 51 | Team 52 | 4 | 56 | 72 | 21 | 14 | 37 | 153 | 184 | 1929 | 6 | 29.17 | 51.39 | -22.22 |
| 52 | Team 53 | 2 | 52 | 68 | 17 | 18 | 33 | 71 | 116 | 1979 | 10 | 25.00 | 48.53 | -23.53 |
| 53 | Team 54 | 3 | 42 | 54 | 18 | 6 | 30 | 97 | 131 | 1929 | 8 | 33.33 | 55.56 | -22.23 |
| 54 | Team 55 | 2 | 40 | 68 | 13 | 14 | 41 | 70 | 182 | 1950 | 16 | 19.12 | 60.29 | -41.17 |
| 55 | Team 56 | 1 | 35 | 38 | 8 | 11 | 19 | 36 | 55 | 2016 | 17 | 21.05 | 50.00 | -28.95 |
| 56 | Team 57 | 1 | 34 | 38 | 8 | 10 | 20 | 38 | 66 | 2009 | 20 | 21.05 | 52.63 | -31.58 |
| 57 | Team 58 | 1 | 22 | 30 | 7 | 8 | 15 | 37 | 57 | 1956 | 16 | 23.33 | 50.00 | -26.67 |
| 58 | Team 59 | 1 | 19 | 30 | 7 | 5 | 18 | 51 | 85 | 1951 | 16 | 23.33 | 60.00 | -36.67 |
| 59 | Team 60 | 1 | 14 | 30 | 5 | 4 | 21 | 34 | 65 | 1955 | 15 | 16.67 | 70.00 | -53.33 |